Research output per year
Research output per year
Personal profile
Research interests
Mathematics & Statistics - Applied probability
Industrial engineering - Stochastic processing networks
Mathematics & Statistics - Stochastic optimization
Industrial engineering - Stochastic processing networks
Mathematics & Statistics - Stochastic optimization
Related documents
Education/Academic qualification
PhD in Operations Research, PhD, Cornell University
2025
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Collaborations and top research areas from the last five years
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Research output
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A Piecewise Lyapunov Analysis of Sub-quadratic SGD: Applications to Robust and Quantile Regression
Zhang, Y., Huo, D., Chen, Y. & Xie, Q., 9 Jun 2025, SIGMETRICS Abstracts 2025 - Abstracts of the 2025 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, p. 85-87 3 p. (SIGMETRICS Abstracts 2025 - Abstracts of the 2025 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference
Huo, D., Chen, Y. & Xie, Q., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 18, p. 20447-20455 9 p.Research output: Contribution to journal › Conference article published in journal › peer-review
Open Access4 Citations (Scopus) -
Prelimit Coupling and Steady-State Convergence of Constant-stepsize Nonsmooth Contractive SA
Zhang, Y., Huo, D., Chen, Y. & Xie, Q., 10 Jun 2024, In: Performance Evaluation Review. 52, 1, p. 35-36 2 p.Research output: Contribution to journal › Journal Article › peer-review
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Prelimit Coupling and Steady-State Convergence of Constant-stepsize Nonsmooth Contractive SA
Zhang, Y., Huo, D., Chen, Y. & Xie, Q., 10 Jun 2024, SIGMETRICS/PERFORMANCE 2024 - Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, p. 35-36 2 p. (SIGMETRICS/PERFORMANCE 2024 - Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
1 Citation (Scopus) -
The Collusion of Memory and Nonlinearity in Stochastic Approximation With Constant Stepsize
Huo, D. L., Zhang, Y., Chen, Y. & Xie, Q., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article published in journal › peer-review
1 Citation (Scopus)